2012
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Cano, A; Zafra, A; Ventura, S Speeding up the evaluation phase of GP classification algorithms on GPUs Journal Article Soft Computing, 16 (2), pp. 187-202, 2012. Links | BibTeX | Tags: Classification, Genetic Programming, GP-GPU @article{Cano-2012-SOCO,
title = {Speeding up the evaluation phase of GP classification algorithms on GPUs},
author = {Cano, A. and Zafra, A. and Ventura, S.},
url = {http://dx.doi.org/10.1007/s00500-011-0713-4},
doi = {10.1007/s00500-011-0713-4},
year = {2012},
date = {2012-01-01},
journal = {Soft Computing},
volume = {16},
number = {2},
pages = {187-202},
keywords = {Classification, Genetic Programming, GP-GPU},
pubstate = {published},
tppubtype = {article}
}
|
Olmo, J L; Romero, J R; Ventura, S Multi-objective ant programming for mining classification rules Inproceedings Proceedings of the 15th European Conference on Genetic Programming, EuroGP'12, pp. 146-157, 2012. Links | BibTeX | Tags: Ant Programming, Classification, Multi-objective Optimization @inproceedings{Olmo-2012-EUROGP,
title = {Multi-objective ant programming for mining classification rules},
author = {Olmo, J. L. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1007/978-3-642-29139-5_13},
doi = {10.1007/978-3-642-29139-5_13},
year = {2012},
date = {2012-01-01},
booktitle = {Proceedings of the 15th European Conference on Genetic Programming, EuroGP'12},
volume = {7244 LNCS},
pages = {146-157},
keywords = {Ant Programming, Classification, Multi-objective Optimization},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Olmo, J L; Cano, A; Romero, J R; Ventura, S Binary and multiclass imbalanced classification using multi-objective ant programming Inproceedings Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, ISDA'12, pp. 70-76, 2012. Links | BibTeX | Tags: Ant Programming, Classification, Multi-objective Optimization @inproceedings{Olmo-2012-ISDA,
title = {Binary and multiclass imbalanced classification using multi-objective ant programming},
author = {Olmo, J. L. and Cano, A. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1109/ISDA.2012.6416515},
doi = {10.1109/ISDA.2012.6416515},
year = {2012},
date = {2012-01-01},
booktitle = {Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, ISDA'12},
pages = {70-76},
keywords = {Ant Programming, Classification, Multi-objective Optimization},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Olmo, J L; Cano, A; Romero, J R; Ventura, S Programación con Hormigas Multi-Objetivo para la Extracción de Reglas de Clasificación Inproceedings VIII Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, MAEB'12, pp. 219–226, 2012. BibTeX | Tags: Ant Programming, Classification, Multi-objective Optimization @inproceedings{Olmo-2012-MAEB,
title = {Programaci\'{o}n con Hormigas Multi-Objetivo para la Extracci\'{o}n de Reglas de Clasificaci\'{o}n},
author = {Olmo, J. L. and Cano, A. and Romero, J. R. and Ventura, S.},
year = {2012},
date = {2012-01-01},
booktitle = {VIII Congreso Espa\~{n}ol sobre Metaheur\^{i}sticas and Algoritmos Evolutivos y Bioinspirados, MAEB'12},
pages = {219--226},
keywords = {Ant Programming, Classification, Multi-objective Optimization},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Olmo, J L; Romero, J R; Ventura, S Classification rule mining using ant programming guided by grammar with multiple Pareto fronts Journal Article Soft Computing, 16 (12), pp. 2143-2163, 2012. Links | BibTeX | Tags: Ant Programming, Classification, Multi-objective Optimization @article{Olmo-2012-SOCO,
title = {Classification rule mining using ant programming guided by grammar with multiple Pareto fronts},
author = {Olmo, J. L. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1007/s00500-012-0883-8},
doi = {10.1007/s00500-012-0883-8},
year = {2012},
date = {2012-01-01},
journal = {Soft Computing},
volume = {16},
number = {12},
pages = {2143-2163},
keywords = {Ant Programming, Classification, Multi-objective Optimization},
pubstate = {published},
tppubtype = {article}
}
|
2011
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Cano, A; Luna, J M; Olmo, J L; Ventura, S JCLEC meets WEKA! Inproceedings Proceedings of the 6th International Conference on Hybrid Artificial Intelligent Systems, pp. 388-395, Wroclaw, Poland, 2011. Links | BibTeX | Tags: Classification, Evolutionary Algorithms @inproceedings{Cano-2011-HAIS,
title = {JCLEC meets WEKA!},
author = {Cano, A. and Luna, J. M. and Olmo, J. L. and Ventura, S.},
url = {http://link.springer.com/chapter/10.1007%2F978-3-642-21219-2_49},
doi = {10.1007/978-3-642-21219-2_49},
year = {2011},
date = {2011-01-01},
booktitle = {Proceedings of the 6th International Conference on Hybrid Artificial Intelligent Systems},
pages = {388-395},
address = {Wroclaw, Poland},
series = {HAIS'11},
keywords = {Classification, Evolutionary Algorithms},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Cano, A; Zafra, A; Ventura, S A parallel genetic programming algorithm for classification Inproceedings Proceedings of the 6th International Conference on Hybrid Artificial Intelligent Systems, HAIS'11, pp. 172-181, 2011. Links | BibTeX | Tags: Classification, Genetic Programming, GP-GPU @inproceedings{Cano-2011-HAIS_2,
title = {A parallel genetic programming algorithm for classification},
author = {Cano, A. and Zafra, A. and Ventura, S.},
url = {http://dx.doi.org/10.1007/978-3-642-21219-2-23},
doi = {10.1007/978-3-642-21219-2-23},
year = {2011},
date = {2011-01-01},
booktitle = {Proceedings of the 6th International Conference on Hybrid Artificial Intelligent Systems, HAIS'11},
volume = {6678},
number = {1},
pages = {172-181},
keywords = {Classification, Genetic Programming, GP-GPU},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Cano, A; Zafra, A; Ventura, S An EP algorithm for learning highly interpretable classifiers Inproceedings Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, ISDA'11, pp. 325-330, 2011. Links | BibTeX | Tags: Classification, Classification Rules, Genetic Programming @inproceedings{Cano-2011-ISDA,
title = {An EP algorithm for learning highly interpretable classifiers},
author = {Cano, A. and Zafra, A. and Ventura, S.},
url = {http://dx.doi.org/10.1109/ISDA.2011.6121676},
doi = {10.1109/ISDA.2011.6121676},
year = {2011},
date = {2011-01-01},
booktitle = {Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, ISDA'11},
pages = {325-330},
keywords = {Classification, Classification Rules, Genetic Programming},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ávila, J L; Gibaja, E; Zafra, A; Ventura, S A Gene Expression Programming Algorithm for Multi-Label Classification Journal Article Multiple-Valued Logic and Soft Computing, 17 (2-3), pp. 183–206, 2011. Links | BibTeX | Tags: Classification, Discriminant Functions, Gene Expression Programming (GEP), Multi-label Learning @article{DBLP:journals/mvl/Avila-JimenezGZV11,
title = {A Gene Expression Programming Algorithm for Multi-Label Classification},
author = {\'{A}vila, J. L. and Gibaja, E. and Zafra, A. and Ventura, S.},
url = {http://www.oldcitypublishing.com/MVLSC/MVLSCabstracts/MVLSC17.2-3abstracts/MVLSCv17n2-3p183-206Avila.html},
year = {2011},
date = {2011-01-01},
journal = {Multiple-Valued Logic and Soft Computing},
volume = {17},
number = {2-3},
pages = {183--206},
keywords = {Classification, Discriminant Functions, Gene Expression Programming (GEP), Multi-label Learning},
pubstate = {published},
tppubtype = {article}
}
|
Olmo, J L; Romero, J R; Ventura, S Using ant programming guided by grammar for building rule-based classifiers Journal Article IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 41 (6), pp. 1585-1599, 2011. Links | BibTeX | Tags: Ant Programming, Classification, Classification Rules @article{Olmo-2011-CYB,
title = {Using ant programming guided by grammar for building rule-based classifiers},
author = {Olmo, J. L. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1109/TSMCB.2011.2157681},
doi = {10.1109/TSMCB.2011.2157681},
year = {2011},
date = {2011-01-01},
journal = {IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics},
volume = {41},
number = {6},
pages = {1585-1599},
keywords = {Ant Programming, Classification, Classification Rules},
pubstate = {published},
tppubtype = {article}
}
|
2010
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Ávila, J L; Gibaja, E; Ventura, S Evolving multi-label classification rules with gene expression programming: a preliminary study Inproceedings International Conference on Hybrid Artificial Intelligence Systems, pp. 9–16, Springer 2010. BibTeX | Tags: Classification, Classification Rules, Gene Expression Programming (GEP), Multi-label Learning @inproceedings{avila2010evolving,
title = {Evolving multi-label classification rules with gene expression programming: a preliminary study},
author = {\'{A}vila, J. L. and Gibaja, E. and Ventura, S.},
year = {2010},
date = {2010-01-01},
booktitle = {International Conference on Hybrid Artificial Intelligence Systems},
pages = {9--16},
organization = {Springer},
keywords = {Classification, Classification Rules, Gene Expression Programming (GEP), Multi-label Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Cano, A; Zafra, A; Ventura, S Solving classification problems using genetic programming algorithms on GPUs Inproceedings Proceedings of the 5th International Conference on Hybrid Artificial Intelligent Systems, HAIS'10, pp. 17-26, 2010. Links | BibTeX | Tags: Classification, Genetic Programming, GP-GPU @inproceedings{Cano-2010-HAIS,
title = {Solving classification problems using genetic programming algorithms on GPUs},
author = {Cano, A. and Zafra, A. and Ventura, S.},
url = {http://dx.doi.org/10.1007/978-3-642-13803-4_3},
doi = {10.1007/978-3-642-13803-4_3},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the 5th International Conference on Hybrid Artificial Intelligent Systems, HAIS'10},
volume = {6077 LNAI},
number = {PART 2},
pages = {17-26},
keywords = {Classification, Genetic Programming, GP-GPU},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Espejo, P G; Ventura, S; Herrera, F A survey on the application of genetic programming to classification Journal Article IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews, 40 (2), pp. 121-144, 2010. Links | BibTeX | Tags: Classification, Genetic Programming @article{Espejo-2010-CYB,
title = {A survey on the application of genetic programming to classification},
author = {Espejo, P. G. and Ventura, S. and Herrera, F.},
url = {http://dx.doi.org/10.1109/TSMCC.2009.2033566},
doi = {10.1109/TSMCC.2009.2033566},
year = {2010},
date = {2010-01-01},
journal = {IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews},
volume = {40},
number = {2},
pages = {121-144},
keywords = {Classification, Genetic Programming},
pubstate = {published},
tppubtype = {article}
}
|
Gibaja, E; Victoriano, M; Ávila, J L; Ventura, S A TDIDT technique for multi-label classification Inproceedings Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, ISDA'10, pp. 519-524, 2010. Links | BibTeX | Tags: Classification, Multi-label Learning @inproceedings{Gibaja-2010-ISDA,
title = {A TDIDT technique for multi-label classification},
author = {Gibaja, E. and Victoriano, M. and \'{A}vila, J. L. and Ventura, S.},
url = {http://dx.doi.org/10.1109/ISDA.2010.5687213},
doi = {10.1109/ISDA.2010.5687213},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, ISDA'10},
pages = {519-524},
keywords = {Classification, Multi-label Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Olmo, J L; Luna, J M; Romero, J R; Ventura, S Minería de Reglas de Clasificación mediante un Algoritmo de Programación Automática con Hormigas Inproceedings VII Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, pp. 243-250, Valencia, España, 2010. BibTeX | Tags: Ant Programming, Bioinspired algorithms, Classification, Evolutionary Algorithms, Supervised Learning @inproceedings{Olmo-2010-MAEB,
title = {Miner\^{i}a de Reglas de Clasificaci\'{o}n mediante un Algoritmo de Programaci\'{o}n Autom\'{a}tica con Hormigas},
author = {Olmo, J. L. and Luna, J. M. and Romero, J. R. and Ventura, S.},
year = {2010},
date = {2010-01-01},
booktitle = {VII Congreso Espa\~{n}ol sobre Metaheur\^{i}sticas and Algoritmos Evolutivos y Bioinspirados},
pages = {243-250},
address = {Valencia, Espa\~{n}a},
series = {MAEB 2010},
keywords = {Ant Programming, Bioinspired algorithms, Classification, Evolutionary Algorithms, Supervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Olmo, J L; Luna, J M; Romero, J R; Ventura, S An Automatic Programming ACO-Based Algorithm for Classification Rule Mining Inproceedings Proceedings of the 8th International Conference on Practical Applications of Agents and Multiagent Systems, pp. 649–656, Salamanca, Spain, 2010. Links | BibTeX | Tags: Ant Programming, Bioinspired algorithms, Classification, Evolutionary Algorithms, Supervised Learning @inproceedings{Olmo-2010-PAAMS,
title = {An Automatic Programming ACO-Based Algorithm for Classification Rule Mining},
author = {Olmo, J. L. and Luna, J. M. and Romero, J. R. and Ventura, S.},
url = {http://link.springer.com/chapter/10.1007%2F978-3-642-12433-4_76},
doi = {10.1007/978-3-642-12433-4_76},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the 8th International Conference on Practical Applications of Agents and Multiagent Systems},
pages = {649--656},
address = {Salamanca, Spain},
series = {PAAMS 2010},
keywords = {Ant Programming, Bioinspired algorithms, Classification, Evolutionary Algorithms, Supervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Olmo, J L; Romero, J R; Ventura, S A grammar based ant programming algorithm for mining classification rules Inproceedings Proceedings of the IEEE World Congress on Computational Intelligence, WCCI'10, 2010. Links | BibTeX | Tags: Ant Programming, Classification, Classification Rules @inproceedings{Olmo-2010-WCCI,
title = {A grammar based ant programming algorithm for mining classification rules},
author = {Olmo, J. L. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1109/CEC.2010.5586492},
doi = {10.1109/CEC.2010.5586492},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the IEEE World Congress on Computational Intelligence, WCCI'10},
keywords = {Ant Programming, Classification, Classification Rules},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2009
|
Ávila, J L; Gibaja, E; Ventura, S Multi-label classification with gene expression programming Inproceedings International Conference on Hybrid Artificial Intelligence Systems, pp. 629–637, Springer 2009. BibTeX | Tags: Classification, Discriminant Functions, Gene Expression Programming (GEP), Multi-label Learning @inproceedings{avila2009multi,
title = {Multi-label classification with gene expression programming},
author = {\'{A}vila, J. L. and Gibaja, E. and Ventura, S.},
year = {2009},
date = {2009-01-01},
booktitle = {International Conference on Hybrid Artificial Intelligence Systems},
pages = {629--637},
organization = {Springer},
keywords = {Classification, Discriminant Functions, Gene Expression Programming (GEP), Multi-label Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ávila, J L; Gibaja, E; Zafra, A; Ventura, S A niching algorithm to learn discriminant functions with multi-label patterns Inproceedings International Conference on Intelligent Data Engineering and Automated Learning, pp. 570–577, Springer 2009. BibTeX | Tags: Classification, Discriminant Functions, Gene Expression Programming (GEP), Multi-label Learning @inproceedings{avila2009niching,
title = {A niching algorithm to learn discriminant functions with multi-label patterns},
author = {\'{A}vila, J. L. and Gibaja, E. and Zafra, A. and Ventura, S.},
year = {2009},
date = {2009-01-01},
booktitle = {International Conference on Intelligent Data Engineering and Automated Learning},
pages = {570--577},
organization = {Springer},
keywords = {Classification, Discriminant Functions, Gene Expression Programming (GEP), Multi-label Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|